Xiao Wu

PanCollection. "PanCollection" for Remote Sensing Pansharpening

FC-Former.

UDL. a practicable Pytorch framework used in Deep Learning.

KAMAC. A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making

derain. A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining (DFTL). As a deraining toolbox, it can easily introduce your own methods [Ready to use].

SelfAI. Self-Training AI & Experiment Management

Image-Fusion. Deep Learning-based Image Fusion: A Survey

datasets_searchpath_plugins. SearchPath plugins provide configuration files (*.yaml) for datasets corresponding to specific tasks.

HyperSpectralCollection. Python

XiaoXiao-Woo.github.io. Xiao Wu‘s (吴潇) Homepage

LRF_TW. A Robust Tensor Wheel Decomposition-Based Regularization Method for Tensor Completion Problem (JSC)

CASNet. Content-aware Scalable Deep Compressed Sensing (TIP 2022) [PyTorch]

Restormer. [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

mmcv. OpenMMLab Computer Vision Foundation

RetroArch. Cross-platform, sophisticated frontend for the libretro API. Licensed GPLv3.

nnFormer-1. Python

instant-ngp. Instant neural graphics primitives: lightning fast NeRF and more

torch-ngp. A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.

pointnerf. Point-NeRF: Point-based Neural Radiance Fields

ipympl. Matplotlib Jupyter Integration

apex. A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

onnx_runtime_cpp. small c++ library to quickly deploy models using onnxruntime

moco. PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

lifeline. Java

pytorch-mask-rcnn. Python

onnxruntime. ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

FaceDetectOpenCv. FaceDetection based on OpenCv2

tensorflow. Computation using data flow graphs for scalable machine learning

face_detect_n_track. Fast and robust face detection and tracking

mmsegmentation. OpenMMLab Semantic Segmentation Toolbox and Benchmark.

nni_v2. An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.